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Welcome to Academic Torrents! Making 14.15TB of research data available. We've designed a distributed system for sharing enormous datasets - for researchers, by researchers. The result is a scalable, secure, and fault-tolerant repository for data, with blazing fast download speeds.

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Academic Torrents
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eye 1,824
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Source: http://academictorrents.com/details/8dcd401c1b3db696fc2f04d3b49c850f0e5cc309
Academic Torrents
movies
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Source: http://academictorrents.com/details/0342ad0bd7ef06eb1500b5e7c8ef398060827c4e
Academic Torrents
by Alex Aiken (Stanford University)
movies
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This course will discuss the major ideas used today in the implementation of programming language compilers. You will learn how a program written in a high-level language designed for humans is systematically translated into a program written in low-level assembly more suited to machines!
Source: http://academictorrents.com/details/e31e54905c7b2669c81fe164de2859be4697013a
Academic Torrents
movies
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Source: http://academictorrents.com/details/1448261dd6932e549ba4a86b5d6750aae858d003
Academic Torrents
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When you take a digital photo with your phone or transform the image in Photoshop, when you play a video game or watch a movie with digital effects, when you do a web search or make a phone call, you are using technologies that build upon linear algebra. Linear algebra provides concepts that are crucial to many areas of computer science, including graphics, image processing, cryptography, machine learning, computer vision, optimization, graph algorithms, quantum computation, computational...
Source: http://academictorrents.com/details/54cd86f3038dfd446b037891406ba4e0b1200d5a
Academic Torrents
by Andrew Ng
movies
eye 1,554
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#Course Description This course provides a broad introduction to machine learning and statistical pattern recognition. Topics include: supervised learning (generative/discriminative learning, parametric/non-parametric learning, neural networks, support vector machines); unsupervised learning (clustering, dimensionality reduction, kernel methods); learning theory (bias/variance tradeoffs; VC theory; large margins); reinforcement learning and adaptive control. The course will also discuss recent...
Topics: machine learning, statistics, Regression
Source: http://academictorrents.com/details/da90dedfb78190e5c62af1ad40a2413cb918457f
Academic Torrents
movies
eye 1,446
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"Demanding, but definitely doable. Social, but educational. A focused topic, but broadly applicable skills. CS50 is the quintessential Harvard (and Yale!) course. Hello, world! This is CS50 (aka CS50x through edX), Harvard University's introduction to the intellectual enterprises of computer science and the art of programming. Introduction to the intellectual enterprises of computer science and the art of programming. This course teaches students how to think algorithmically and solve...
Topics: Science, course, introduction, computer, cs50x, harvard, yale
Source: http://academictorrents.com/details/52da574b6412862e199abeaea63e51bf8cea2140
Academic Torrents
by Michael Collins (Columbia University)
movies
eye 1,197
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Course Description: COMS W4705 is a graduate introduction to natural language processing, the study of human language from a computational perspective. We will cover syntactic, semantic and discourse processing models. The emphasis will be on machine learning or corpus-based methods and algorithms. We will describe the use of these methods and models in applications including syntactic parsing, information extraction, statistical machine translation, dialogue systems, and summarization....
Source: http://academictorrents.com/details/f99e7184fca947ee8f77901679e171fcadbf82e7
Academic Torrents
movies
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Source: http://academictorrents.com/details/d2c8f8f1651740520b7dfab23438d89bc8c0c0ab
Academic Torrents
by ColumbiaX
movies
eye 1,119
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Seed
Topics: AI, edx, artifical, intelligence, course, deep, learning, natural, language, processing, ColumbiaX,...
Source: http://academictorrents.com/details/5daa22057577521a378b71e0f0de6a934bd5c2ea
Academic Torrents
by University of Maryl
movies
eye 1,088
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An introduction to quantum physics with emphasis on topics at the frontiers of research, and developing understanding through exercise. Quantum physics is the foundation for much of modern technology, provides the framework for understanding light and matter from the subatomic to macroscopic domains, and makes possible the most precise measurements ever made. More than just a theory, it offers a way of looking at the world that grows richer with experience and practice. Our course will provide...
Source: http://academictorrents.com/details/f24122f15283757aa8a9bf9cb638db266273442d
Academic Torrents
by Stanford University
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In this class, you will learn the basics of the PGM representation and how to construct them, using both human knowledge and machine learning techniques. Uncertainty is unavoidable in real-world applications: we can almost never predict with certainty what will happen in the future, and even in the present and the past, many important aspects of the world are not observed with certainty. Probability theory gives us the basic foundation to model our beliefs about the different possible states of...
Source: http://academictorrents.com/details/e74f08f0fc699e84a9eb046309727d07d80171c5
Academic Torrents
movies
eye 962
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Source: http://academictorrents.com/details/cb91a3d7a4c4c086be240b54e83ed8d587b31ff5
Academic Torrents
by Yaser Abu-Mostafa
movies
eye 926
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##Outline This is an introductory course in machine learning (ML) that covers the basic theory, algorithms, and applications. ML is a key technology in Big Data, and in many financial, medical, commercial, and scientific applications. It enables computational systems to adaptively improve their performance with experience accumulated from the observed data. ML has become one of the hottest fields of study today, taken up by undergraduate and graduate students from 15 different majors at...
Source: http://academictorrents.com/details/8190b5122515ab158cd29ccdb33ea946a3e529f4
Academic Torrents
by École Polytechnique Fédérale de Lausanne
movies
eye 880
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Topics: Coursera, dsp
Source: http://academictorrents.com/details/43d881e5128841876104742314ccd9851901f460
Academic Torrents
by Stanford University
movies
eye 875
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Source: http://academictorrents.com/details/b7579be97c2f01e4efadb0b6b06f0d071afeaac9
Academic Torrents
movies
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Source: http://academictorrents.com/details/412d52b0bfcf2a8bf3201a28c2ba04b6dff5b290
Academic Torrents
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Source: http://academictorrents.com/details/e24c15ce89cac9c380284595d1d8a475cb485e28
Academic Torrents
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Source: http://academictorrents.com/details/be19083019ae3954680733d394e5e5b5b3572a15
Source: http://academictorrents.com/details/f07203f2eedb4792c351ba0e28406dab9ab54d7d
Academic Torrents
by Wen-mei W. Hwu (University of Illinois)
movies
eye 830
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This course introduces concepts, languages, techniques, and patterns for programming heterogeneous, massively parallel processors. Its contents and structure have been significantly revised based on the experience gained from its initial offering in 2012. It covers heterogeneous computing architectures, data-parallel programming models, techniques for memory bandwidth management, and parallel algorithm patterns. All computing systems, from mobile to supercomputers, are becoming heterogeneous,...
Source: http://academictorrents.com/details/8903d0871c652b96c7b29db738cea76902d65888
Academic Torrents
movies
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Source: http://academictorrents.com/details/7bfcfbaf2c53588b23ba1ebccae47a2b9c5197b7
Academic Torrents
movies
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Source: http://academictorrents.com/details/4281ef52a65d26489e686a0540d86abd4161b88e
Academic Torrents
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Source: http://academictorrents.com/details/91bc48e6c8341de198c970acccdc87199391ab46
Academic Torrents
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Source: http://academictorrents.com/details/b02188bbb764f7f5fdd499c5144add35f56ed3e7
Academic Torrents
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Source: http://academictorrents.com/details/d0262f08717ba584551357e4bf8c1945dc6d6935
Academic Torrents
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Source: http://academictorrents.com/details/3e6f1876bbd46780602e72f4b122329fb668bd2c
Academic Torrents
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Course Description from Professor Plous: Each of us is dealt a different hand in life, but we all face similar questions when it comes to human behavior: What leads us to like one person and dislike another? How do conflicts and prejudices develop, and how can they be reduced? Can psychological research help protect the environment, and if so, how? This course offers an introduction to classic and contemporary social psychology, covering topics such as decision making, persuasion, group...
Topics: coursera, social, psychology, mooc
Source: http://academictorrents.com/details/3374eb064817a8edd12167b6e9e1300b13d9f08a
Academic Torrents
movies
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Source: http://academictorrents.com/details/de34574326abc4666c7ede41d0205a4a2129bf85
Academic Torrents
by Dr. Keith Devlin (Stanford University)
movies
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About this course: Learn how to think the way mathematicians do - a powerful cognitive process developed over thousands of years. The goal of the course is to help you develop a valuable mental ability – a powerful way of thinking that our ancestors have developed over three thousand years. Mathematical thinking is not the same as doing mathematics – at least not as mathematics is typically presented in our school system. School math typically focuses on learning procedures to solve highly...
Source: http://academictorrents.com/details/2b5e5cc8c7414bc3b0f6974190065bc8c2f629dc
Academic Torrents
by Gaetano Borriello, Luis Ceze (University of Washington)
movies
eye 625
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Examines key computational abstraction levels below modern high-level languages. From Java/C to assembly programming, to basic processor and system organization. This course examines key computational abstraction levels below modern high-level languages; number representation, assembly language, introduction to C, memory management, the operating-system process model, high-level machine architecture including the memory hierarchy, and how high-level languages are implemented. We will develop...
Source: http://academictorrents.com/details/f1384286c8581bffba11e378fdb37608e649d82a
Academic Torrents
by Larry Wasserman
movies
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Statistical Machine Learning is a second graduate level course in advanced machine learning, assuming students have taken Machine Learning (10-715) and Intermediate Statistics (36-705). The course covers methodology and theoretical foundations. Function Spaces Concentration of Measure Linear Regression Nonparametric Regression Linear Classification Nonparametric Classification Minimax Theory Density Estimation Nonparametric Bayes Clustering Graphical Models Dimension Reduction Random Matrix...
Source: http://academictorrents.com/details/07f1555918ed051809f0075fedc0cd469a194c93
Academic Torrents
movies
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Source: http://academictorrents.com/details/b63a566df824b39740eb9754e4fe4c0140306f4b
Academic Torrents
by Perry G Mehrling (Columbia University)
movies
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The last three or four decades have seen a remarkable evolution in the institutions that comprise the modern monetary system. The financial crisis of 2007-2009 is a wakeup call that we need a similar evolution in the analytical apparatus and theories that we use to understand that system. Produced and sponsored by the Institute for New Economic Thinking, this course is an attempt to begin the process of new economic thinking by reviving and updating some forgotten traditions in monetary thought...
Source: http://academictorrents.com/details/970f4ee32d1a49168466a517b3dcd0442b043abc
Academic Torrents
movies
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Topics: Coursera, qoptintro
Source: http://academictorrents.com/details/b1f4d8ccee24aa956f6226607612ce8867b235a3
Academic Torrents
movies
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Source: http://academictorrents.com/details/d180bcd510aeec3a20044a0946ac658b9ab30760
Academic Torrents
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Volume I - mainly mechanics, radiation, and heat Volume II - mainly electromagnetism and matter Volume III - quantum mechanics
Source: http://academictorrents.com/details/c5af268ec55cf2d3b439e7311ad43101ba8322eb
Academic Torrents
movies
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Source: http://academictorrents.com/details/78515f90de063ffc144be5e7e726c03849b4e0ed
Academic Torrents
movies
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Source: http://academictorrents.com/details/10d1bf7161a1b3ea70697cd61834ceea6c3d1f87
Academic Torrents
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This subject is aimed at students with little or no programming experience. It aims to provide students with an understanding of the role computation can play in solving problems. It also aims to help students, regardless of their major, to feel justifiably confident of their ability to write small programs that allow them to accomplish useful goals. The class will use the Python? programming language.
Source: http://academictorrents.com/details/f7c9a9db5d0d9a1e0f2f383ec629fefffa475ae5
Academic Torrents
movies
eye 496
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Source: http://academictorrents.com/details/05a8fe3f7e3420df6b83f40b0cbccd05e591d9f4
Academic Torrents
by Kevin Wayne; Robert Sedgewick (Princeton University)
movies
eye 495
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About this course: This course covers the essential information that every serious programmer needs to know about algorithms and data structures, with emphasis on applications and scientific performance analysis of Java implementations. Part I covers elementary data structures, sorting, and searching algorithms. Part II focuses on graph- and string-processing algorithms. ## Union−Find We illustrate our basic approach to developing and analyzing algorithms by considering the dynamic...
Source: http://academictorrents.com/details/a2934d859a14c07a80092ab03552310838f66590
Academic Torrents
by University of Michigan
movies
eye 471
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Source: http://academictorrents.com/details/066a55d231d3918ad3de994e6211bb99417bcdf0
Academic Torrents
by David Wentzlaff (Princeton University)
movies
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About this course: In this course, you will learn to design the computer architecture of complex modern microprocessors. ### Introduction, Instruction Set Architecture, and Microcode This lecture will give you a broad overview of the course, as well as the description of architecture, micro-architecture and instruction set architectures. ### Pipelining Review This lecture covers the basic concept of pipeline and two different types of hazards. ### Cache Review This lecture covers control...
Source: http://academictorrents.com/details/53bae6d22f3b6e692673f9335e0a0198c1618426
Academic Torrents
movies
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Source: http://academictorrents.com/details/8033015783d2df3e8b33a343edb8cea9a0b8319a
Academic Torrents
movies
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Source: http://academictorrents.com/details/3ba301f087680f41a88224c49c01218b24de868b
Academic Torrents
by Stanford University
movies
eye 418
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Source: http://academictorrents.com/details/e8b1f9c5bf555fe58bc73addb83457dd6da69630
Academic Torrents
by University of Illinois at Urbana-Champaign
movies
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Source: http://academictorrents.com/details/ec1c86afefda42f4b36c34ae7b235ef0bfd6b9d3
Source: http://academictorrents.com/details/dfc1ddde962101f00ef9764b91181bd6bb5c9e93
Academic Torrents
by Coursera
movies
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Topics: text mining, analytics
Source: http://academictorrents.com/details/e2c129491a3841bfac5d7b08b41ad79387132a23
Academic Torrents
by Barnabas Poczos; Alex Smola
movies
eye 374
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The rapid improvement of sensory techniques and processor speed, and the availability of inexpensive massive digital storage, have led to a growing demand for systems that can automatically comprehend and mine massive and complex data from diverse sources. Machine Learning is becoming the primary mechanism by which information is extracted from Big Data, and a primary pillar that Artificial Intelligence is built upon. This course is designed for Ph.D. students whose primary field of study is...
Source: http://academictorrents.com/details/8165e591be4b54c2bc93b1e54c4374d42dcdd9f8
Academic Torrents
movies
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Source: http://academictorrents.com/details/560d07faaf09f640fea96b3650874e2903cbc639
Academic Torrents
movies
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Source: http://academictorrents.com/details/ed196d080a2208727a225ab5e7a5630e5bf53be4
Academic Torrents
by Kevin Wayne; Robert Sedgewick (Princeton University)
movies
eye 345
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About this course: This course covers the essential information that every serious programmer needs to know about algorithms and data structures, with emphasis on applications and scientific performance analysis of Java implementations. Part I covers elementary data structures, sorting, and searching algorithms. Part II focuses on graph- and string-processing algorithms.
Source: http://academictorrents.com/details/7afeafb540f4ff63690f1a6517748341f6809516
Academic Torrents
movies
eye 345
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8.02 Classical Theory of Electromagnetism. In addition to the basic concepts of Electromagnetism, a vast variety of interesting topics are covered in this course: Lightning, Pacemakers, Electric Shock Treatment, Electrocardiograms, Metal Detectors, Musical Instruments, Magnetic Levitation, Bullet Trains, Electric Motors, Radios, TV, Car Coils, Superconductivity, Aurora Borealis, Rainbows, Radio Telescopes, Interferometers, Particle Accelerators (a.k.a. Atom Smashers or Colliders), Mass...
Topics: Introduction to electromagnetism and electrostatics, electric charge, Coulomb's law, electric...
Source: http://academictorrents.com/details/7010163eae33fbac6c065095e908c2c49550b931
Academic Torrents
by Stephen Boyd
movies
eye 327
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Catalog description Concentrates on recognizing and solving convex optimization problems that arise in applications. Convex sets, functions, and optimization problems. Basics of convex analysis. Least-squares, linear and quadratic programs, semidefinite programming, minimax, extremal volume, and other problems. Optimality conditions, duality theory, theorems of alternative, and applications. Interior-point methods. Applications to signal processing, statistics and machine learning, control and...
Topics: Optimization, Math
Source: http://academictorrents.com/details/393dc896234b96a1cd251c14cfc65d2ff594d6e9
Academic Torrents
movies
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“Deep Learning” systems, typified by deep neural networks, are increasingly taking over all AI tasks, ranging from language understanding, and speech and image recognition, to machine translation, planning, and even game playing and autonomous driving. As a result, expertise in deep learning is fast changing from an esoteric desirable to a mandatory prerequisite in many advanced academic settings, and a large advantage in the industrial job market. In this course we will learn about the...
Source: http://academictorrents.com/details/9bd4c5afe4f80a0b0e519923ff1eb5c76e5c07a9
Academic Torrents
movies
eye 305
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Source: http://academictorrents.com/details/0a7ba7e62821e488a0061751fdb81f4298733bea
Academic Torrents
by University of Maryl; , College Park
movies
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Source: http://academictorrents.com/details/5261e17c70036651d1f83a6ca66c399da33bb46e
Academic Torrents
by Catherine R. Lucey, MD (University of California San Francisco)
movies
eye 300
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Participants will learn how to move efficiently from patient signs and symptoms to a rational and prioritized set of diagnostic possibilities and will learn how to study and read to facilitate this process. Clinical problem solving or diagnostic reasoning is the skill that physicians use to understand a patient’s complaints and then to identify a short, prioritized list of possible diagnoses that could account for those complaints. This differential diagnosis then drives the choice of...
Source: http://academictorrents.com/details/dae02888e2fb6484a7b471cb7977eb859aba4831
Academic Torrents
movies
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Source: http://academictorrents.com/details/0cdba976d648fbe322133833323491ebf8b34340
Academic Torrents
by Alison Gibbs, Jeffrey Rosenthal (University of Toronto)
movies
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This course is an introduction to the key ideas and principles of the collection, display, and analysis of data to guide you in making valid and appropriate conclusions about the world. We live in a world where data are increasingly available, in ever larger quantities, and are increasingly expected to form the basis for decisions by governments, businesses, and other organizations, as well as by individuals in their daily lives. To cope effectively, every informed citizen must be statistically...
Source: http://academictorrents.com/details/a0cbaf3e03e0893085b6fbdc97cb6220896dddf2
Academic Torrents
by Tom Mitchell,CMU
movies
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http://www.cs.cmu.edu/~tom/10601_fall2012/lectures.shtml
Topics: machine learning, Tom Mitchell
Source: http://academictorrents.com/details/35b6b8bf0c2931ba7ecd8a1a8e65fa32f3e7473f
Academic Torrents
by Vincent van Gogh
data
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"Vincent Willem van Gogh was a Dutch post-Impressionist painter whose work had far-reaching influence on 20th-century art. His paintings include portraits, self portraits, landscapes, still lifes of cypresses, wheat fields and sunflowers." - Wikipedia ##Sample Images: ![](http://i.imgur.com/QbWnjct.png)
Topics: paintings, artwork
Source: http://academictorrents.com/details/c8b687c984d3d902310f27d56759ed69f5e1b4a7
Academic Torrents
by Stanford University
movies
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Source: http://academictorrents.com/details/459e24d28a6abce04cc9fd6e9a148c86dcaac19c
Academic Torrents
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Source: http://academictorrents.com/details/b7d15931742718f330243dc0aeb110136c86359f
Academic Torrents
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Source: http://academictorrents.com/details/d742c87581ac5d231011cb80836502577522e089
Academic Torrents
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Source: http://academictorrents.com/details/6f7e43052129b95f470d3043cfce2bf5c15ae380
Academic Torrents
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Source: http://academictorrents.com/details/b7bfebe683ee21c8c9d7b47cc42655e3d91ead8b
Academic Torrents
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Source: http://academictorrents.com/details/31939517fc774120c37160f93a9b5c73cf6c3271
Academic Torrents
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Math 53 - Section 1 - Multivariable Calculus Instructor: Edward Frenkel Lectures: TT 3:30-5:00pm, Room 155 Dwinelle Course Control Number: 54296 Office: 819 Evans Office Hours: TBA Prerequisites: Math 1A, 1B. Required Text: Stewart, Multivariable Calculus, (custom edition). Recommended Reading: Syllabus: Course Webpage: To be linked from http://math.berkeley.edu/~frenkel/Math53 Grading: 25% quizzes and HW, 20% each midterm, 35% final Homework: Homework for the entire course will be assigned at...
Source: http://academictorrents.com/details/d90733721eb2a2ba839434decce91ce4803cbf1e
Academic Torrents
movies
eye 236
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Source: http://academictorrents.com/details/ab9ba816268fd74292d888cfb3f413803a178b90
Academic Torrents
by Arvind Narayanan (Princeton University)
movies
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There’s a lot of excitement about Bitcoin, but also a lot of confusion about what Bitcoin is and how it works. We’re offering this course focusing on the computer science behind Bitcoin to help cut through the hype and get to the core of what makes Bitcoin unique. To really understand what is special about Bitcoin, we need to understand how it works at a technical level. We’ll address the important questions about Bitcoin, such as: How does Bitcoin work? What makes Bitcoin different? How...
Source: http://academictorrents.com/details/409f4cdb063940f2210acbbecca09ca6ad8b3032
Academic Torrents
movies
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Source: http://academictorrents.com/details/c4b2f1ba8fb0ee0b8e49609d2b9c86efae36dc36
Academic Torrents
movies
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Source: http://academictorrents.com/details/de1360e53beb1ee13c3285af9bb232109fa168a1